Generalized Linear Regressions Models (penalized regressions, robust regressions, ...)

Matlab library for gradient descent algorithms: Version 1.0.1

Fast estimation of multinomial (MNL) and mixed logit (MXL) models in R with "Preference" space or "Willingness-to-pay" (WTP) space utility parameterizations in R

Estimate growth rate advantage of SARS-CoV2 variants of concern based on international genomic surveillance data and multinomial spline fits

Data Analysis on Mental Health.

Classify questions as - what, when, who, affirmation, unknown

Implementation of multinomial logisitic regression, Weighted Logistic Regression, Bayesian Logistic Regression, Gaussian Generative Classification and Gaussian Naive Bayes Classification from scratch in MATLAB

Automating Assumption Checks for Regression Models (Work in Progress, Currently Paused)

Block coordinate descent for group lasso

Multinomial logistic regression model for predicting the outcomes of football matches

Deeper IMPACT: Ordinal Models for Outcome Prediction After Traumatic Brain Injury

San Francisco (SF) has a long history of pushing the envelope on progressive public health solutions, including medical cannabis and needle exchange, before either was legal or broadly embraced. It is so out of proportion, that California passed a bill allowing SF to open Safe Injection Sites (SIS).

Raw files for a document that provides an overview of models for the case of a categorical dependent variable.

Analysis and ​ forecasting​ of weekly prices of vegetables in ​ India​ during ​ 1st​, ​ 2nd​ and ​ 3rd​ ​ lockdown ​ due to COVID’19

Entry-level looks at Exploratory Data Analysis (in R & Python) and Regression Models (in R)

Addressing Political Bias in News Articles with Multinomial Regression

Claim Risk Identification

Mini Python projects for basic exploratory data analysis, collective intelligence and collaborative machine learning concepts such as regression,classification, clustering, ...etc